Despite and Although are both used to contrast two things, but the difference is in the structure of the sentences.
DESPITE
Despite is a preposition. Followed by a noun or pronoun. Cannot link clauses.
Example Sentences;
ALTHOUGH
Although is a subordinating conjunction. Followed by a clause. Can link clauses.
Example Sentences;
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